Point2SSM: Learning Morphological Variations of Anatomies from Point Cloud

23 May 2023

Papers citing "Point2SSM: Learning Morphological Variations of Anatomies from Point Cloud"

14 / 14 papers shown

Title
PRISM: Probabilistic Representation for Integrated Shape Modeling and Generation Lei Cheng Mahdi Saleh Qing Cheng Lu Sang Hongli Xu Daniel Cremers F. Tombari 23 0 0 06 Apr 2025
Mesh2SSM++: A Probabilistic Framework for Unsupervised Learning of Statistical Shape Model of Anatomies from Surface Meshes Krithika S. Iyer Mokshagna Sai Teja Karanam Shireen Y. Elhabian 64 0 0 11 Feb 2025
Probabilistic 3D Correspondence Prediction from Sparse Unsegmented Images Krithika S. Iyer Shireen Y. Elhabian 36 0 0 02 Jul 2024
Point2SSM++: Self-Supervised Learning of Anatomical Shape Models from Point Clouds Jadie Adams Shireen Y. Elhabian 68 0 0 15 May 2024
Weakly Supervised Bayesian Shape Modeling from Unsegmented Medical Images Jadie Adams Krithika S. Iyer Shireen Y. Elhabian 27 2 0 15 May 2024
SCorP: Statistics-Informed Dense Correspondence Prediction Directly from Unsegmented Medical Images Krithika S. Iyer Jadie Adams Shireen Y. Elhabian MedIm 39 4 0 27 Apr 2024
Modeling 3D cardiac contraction and relaxation with point cloud deformation networks M. Beetz Abhirup Banerjee Vicente Grau 3DPC 36 5 0 20 Jul 2023
From Images to Probabilistic Anatomical Shapes: A Deep Variational Bottleneck Approach Jadie Adams Shireen Y. Elhabian 92 19 0 13 May 2022
DPC: Unsupervised Deep Point Correspondence via Cross and Self Construction Itai Lang Dvir Ginzburg S. Avidan D. Raviv 3DPC 39 32 0 16 Oct 2021
DeepSSM: A Blueprint for Image-to-Shape Deep Learning Models Riddhish Bhalodia Shireen Y. Elhabian Jadie Adams Wenzheng Tao L. Kavan R. Whitaker MedIm 95 24 0 14 Oct 2021
KeypointDeformer: Unsupervised 3D Keypoint Discovery for Shape Control Tomas Jakab Richard Tucker A. Makadia Jiajun Wu Noah Snavely Angjoo Kanazawa 3DPC 66 56 0 22 Apr 2021
CorrNet3D: Unsupervised End-to-end Learning of Dense Correspondence for 3D Point Clouds Yiming Zeng Y. Qian Zhiyu Zhu Junhui Hou Hui Yuan Ying He 3DPC 112 66 0 31 Dec 2020
Learning Implicit Functions for Topology-Varying Dense 3D Shape Correspondence Feng Liu Xiaoming Liu 3DPC 45 36 0 23 Oct 2020
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 222 14,103 0 02 Dec 2016